In the first two weeks of our NBA Insights project, we collected real NBA data using nba_api, explored trends like home-court advantage, and engineered powerful features using rolling stats and matchup dynamics. This blog covers how we laid the foundation for predicting NBA game outcomes using Python and machine learning.